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基于混合策略改进DBO的多无人机协同干扰策略

李家强 喻庞泽 李淑君 陈金立 姚昌华

雷达科学与技术2026,Vol.24Issue(1):22-30,9.
雷达科学与技术2026,Vol.24Issue(1):22-30,9.DOI:10.3969/j.issn.1672-2337.2026.01.003

基于混合策略改进DBO的多无人机协同干扰策略

Multi-UAV Cooperative Jamming Strategy Based on Hybrid Strategy Improved DBO

李家强 1喻庞泽 1李淑君 1陈金立 1姚昌华1

作者信息

  • 1. 南京信息工程大学电子与信息工程学院,江苏 南京 210044
  • 折叠

摘要

Abstract

Aiming at the problem of low jamming effectiveness caused by resource allocation in multi-UAV coop-erative jamming missions against networked radar systems,a cooperative optimization method of jamming resources based on enhanced dung beetle optimization algorithm is proposed.Firstly,a multi-dimensional interference resource co-operative optimization model is constructed,integrating joint optimization of beam steering and power allocation.Second-ly,three algorithmic enhancements are implemented:Tent chaotic mapping is adopted to enhance population initializa-tion diversity,improving the global exploration capabilities;the Cauchy-Gaussian dual-mode mutation mechanism is in-troduced during the position update phase of stealing dung beetles,achieving balanced local exploitation precision through parameter self-adaptation;an environmental feedback-driven population adaptation mechanism is established to dynamically adjust population structure based on iterative optimization efficiency.Experimental simulation results dem-onstrate that the proposed algorithm significantly improves the convergence speed and global optimization capability.

关键词

无人机协同干扰/蜣螂优化算法/柯西-高斯变异/环境反馈机制

Key words

UAV cooperative jamming/dung beetle algorithm/Cauchy-Gaussian mutation/environmental feed-back mechanism

分类

信息技术与安全科学

引用本文复制引用

李家强,喻庞泽,李淑君,陈金立,姚昌华..基于混合策略改进DBO的多无人机协同干扰策略[J].雷达科学与技术,2026,24(1):22-30,9.

基金项目

国家自然科学基金(62071238) (62071238)

雷达科学与技术

1672-2337

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